Solution 3

The following visualization is based on the presidential debate 2016. Here, I have prepared word clouds for each speaker based on the 20 most frequent words they have used.

Excluding Stop Words

bush

carson

chafee

christie

clinton

cruz

fiorina

huckabee

kasich

o’malley

paul

perry

rubio

sanders

trump

walker

webb

Including Stop Words

bush

carson

chafee

christie

clinton

cruz

fiorina

huckabee

kasich

o’malley

paul

perry

rubio

sanders

trump

walker

webb